BPS can improve renal injury and renal fibrosis in db/db diabetic nephropathy mice, which may be related to the decrease of apoptosis, inhibition of inflammation, reduction of ECM, and regulation of NLRP3 inflammasome. Here, NLRP3 is linked to diabetic kidney disease.